Scope
Company
A $270B industry still running on paper.
Semi-custom homebuilding remains one of the least digitized industries despite billions in annual revenue. Sales teams juggle spreadsheets, PDF lot maps, tribal knowledge, anti-monotony restrictions, and disconnected systems—leading to delays, costly mistakes, frustrated buyers and ultimately resulting in millions of dollars in additional carrying costs for the builders.
Creating a modern platform, not another sales tool.
Despite billions of dollars flowing through new home construction every year, the semi-custom homebuilding process remains surprisingly manual. Developers define complex architectural restrictions, builders interpret those rules manually, and buyers navigate disconnected systems with little visibility into what they can actually build.
The result is an ecosystem heavily dependent on spreadsheets, PDFs, printed lot maps, institutional knowledge, and lengthy approval processes.
One particularly challenging problem is anti-monotony—the rules that prevent neighboring homes from looking too similar. These restrictions vary by community and influence which floor plans, elevations, color palettes, and exterior materials may be selected for every lot. Today, these decisions are still largely verified through manual pen-and-paper checks.
Three customers. One shared problem.
One of the earliest product decisions was recognizing that WhiteRock wasn't solving for a single user. It needed to create value for three independent stakeholders with different incentives.
Developers
Single source of truth
Land developers are able to create, track and manage their community rules, inventory and availability for all builders in a single place.
Builders
Accelerated sales funnel, less mistakes.
Builders and sales reps are able to confidently translate lot and finish availability in real time to buyers. This translates to more closing.
Buyers
A confident and interactive buying experience.
Buyers can choose their favorite lot, home or parameters and build their dream home with real-time information and accuracy.
Build one platform—not three tools.
Rather than creating separate software for developers, builders, and buyers, I defined a platform strategy where each stakeholder contributed to and benefited from a shared source of truth.
MVP Flow
Anti-monotony focus with builder and developer roles.
04 / Core Foundation
Teaching the software how builders think.
The hardest problem wasn't displaying maps.
It was translating years of community planning rules and hundreds of pages of logic into software that could reason about every possible home placement or selection — then providing a way for builders and developers to manage these rules in an easy way.
Developers create a community, inventory and define the anti-monotony rules. Builders have access to real time availability and can confidently sell homes without costly mistakes. Buyers can make informed decisions, cutting time to contract in half and creating confident and happy buyers.
Extending the front door of the church through AI.
To earn the trust of churches and faith communities, we designed Isaiah as a self-contained AI experience grounded in curated biblical knowledge rather than open web search. This gave churches confidence that conversations remained aligned with their theological values while providing a safe, consistent experience for members.
That foundation enabled us to expand beyond a consumer app into Isaiah Church—a platform where churches could create AI-powered conversation prompts, reinforce weekly sermons, and foster meaningful engagement throughout the week. Instead of discipleship ending on Sunday, churches gained a new way to extend their message, strengthen community, and support members through personalized conversations every day.
06 / IMPACT
Measurable human impact and business outcomes.
Isaiah delivered value for both users and the business by creating a more personalized, engaging faith experience. The product drove meaningful customer engagement while validating a scalable model for premium subscriptions and church partnerships.
108,400+
Total spiritual conversations started (12mo)
22,600+
Average daily conversations started (12 mo)
99.5%
Retention rate: paid users (12mo)
50%
Increase in engagement (4mo)
10,000+
Souls impacted by faith
